Stochastic Neural Networks with Infinite Width are Deterministic.
Ziyin LiuHanlin ZhangXiangming MengYuting LuEric P. XingMasahito UedaPublished in: CoRR (2022)
Keyphrases
- neural network
- stochastic optimization problems
- stochastic methods
- pattern recognition
- hopfield neural network
- fuzzy logic
- monte carlo sampling
- self organizing maps
- artificial neural networks
- random variables
- monte carlo
- neural nets
- recurrent neural networks
- black box
- rule extraction
- stochastic optimization
- activation function
- training process
- finite sets
- real time
- learning automata
- competitive learning
- feedforward neural networks
- learning rules
- multi layer perceptron
- fuzzy neural network
- network architecture
- fault diagnosis
- back propagation